Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
86eeced
·
verified ·
1 Parent(s): 784f9fc

Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json +161 -162
cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json CHANGED
@@ -106,8 +106,8 @@
106
  "load_model": {
107
  "memory": {
108
  "unit": "MB",
109
- "max_ram": 890.728448,
110
- "max_global_vram": 695.730176,
111
  "max_process_vram": 0.0,
112
  "max_reserved": 123.731968,
113
  "max_allocated": 102.475264
@@ -115,32 +115,32 @@
115
  "latency": {
116
  "unit": "s",
117
  "values": [
118
- 0.3614412841796875
119
  ],
120
  "count": 1,
121
- "total": 0.3614412841796875,
122
- "mean": 0.3614412841796875,
123
- "p50": 0.3614412841796875,
124
- "p90": 0.3614412841796875,
125
- "p95": 0.3614412841796875,
126
- "p99": 0.3614412841796875,
127
  "stdev": 0,
128
  "stdev_": 0
129
  },
130
  "throughput": null,
131
  "energy": {
132
  "unit": "kWh",
133
- "cpu": 0.00011271527798055595,
134
- "ram": 6.175210910186035e-05,
135
- "gpu": 0.00014581344998399989,
136
- "total": 0.00032028083706641617
137
  },
138
  "efficiency": null
139
  },
140
  "forward": {
141
  "memory": {
142
  "unit": "MB",
143
- "max_ram": 1133.879296,
144
  "max_global_vram": 798.490624,
145
  "max_process_vram": 0.0,
146
  "max_reserved": 148.897792,
@@ -149,171 +149,170 @@
149
  "latency": {
150
  "unit": "s",
151
  "values": [
152
- 0.007423999786376953,
153
- 0.0071495680809020995,
154
- 0.007104512214660645,
155
- 0.007077727794647217,
156
- 0.006936575889587402,
157
- 0.007344128131866455,
158
- 0.007209983825683594,
159
- 0.007068672180175781,
160
- 0.007230463981628418,
161
- 0.0074700798988342285,
162
- 0.0073768959045410155,
163
  0.007390207767486572,
164
- 0.007393280029296875,
165
- 0.007488512039184571,
166
- 0.007378943920135498,
167
- 0.007221151828765869,
168
- 0.007355391979217529,
169
- 0.007453695774078369,
170
- 0.007486464023590088,
171
- 0.007463935852050781,
172
- 0.007412735939025879,
173
- 0.007249023914337158,
174
  0.0073768959045410155,
175
- 0.0074035201072692874,
176
- 0.007398272037506103,
 
 
 
 
 
 
 
177
  0.007318528175354004,
178
- 0.007394303798675537,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
179
  0.0072427520751953125,
180
- 0.007219200134277344,
181
- 0.00703385591506958,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
182
  0.007094272136688232,
183
- 0.007230463981628418,
184
- 0.007704576015472412,
185
- 0.007311359882354736,
186
- 0.007362559795379638,
187
- 0.007388160228729248,
188
- 0.0072765440940856935,
189
- 0.007270400047302246,
190
- 0.0072724480628967286,
191
- 0.007008255958557129,
192
- 0.006971392154693603,
193
- 0.007057407855987549,
194
- 0.0071157760620117185,
195
- 0.0070563840866088865,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
196
  0.007018496036529541,
197
- 0.007120895862579346,
198
- 0.007204927921295166,
199
- 0.007194623947143554,
200
- 0.007130015850067139,
201
- 0.007126016139984131,
202
- 0.007102464199066162,
203
- 0.007171072006225586,
204
- 0.007045119762420654,
205
- 0.007071743965148926,
206
- 0.00704204797744751,
207
- 0.00704911994934082,
208
- 0.0069467520713806154,
209
- 0.007134208202362061,
210
- 0.007021664142608642,
211
  0.006996992111206054,
212
- 0.0070225920677185055,
213
- 0.0068280320167541505,
214
- 0.006896639823913574,
215
- 0.0070050878524780275,
216
- 0.006817791938781738,
217
- 0.0066304001808166506,
218
- 0.0068280320167541505,
219
- 0.007178239822387696,
220
- 0.007101408004760742,
221
- 0.007265279769897461,
222
- 0.007246816158294677,
223
- 0.007357439994812012,
224
- 0.007379968166351319,
225
- 0.007412735939025879,
226
- 0.007051263809204102,
227
- 0.007113632202148438,
228
- 0.006905856132507324,
229
- 0.006933504104614257,
230
- 0.006944672107696533,
231
- 0.006940671920776367,
232
- 0.00694271993637085,
233
- 0.006945792198181152,
234
- 0.0069253120422363285,
235
- 0.007214079856872559,
236
- 0.007350272178649903,
237
- 0.00701638412475586,
238
- 0.006952960014343262,
239
- 0.0069959678649902345,
240
- 0.007487584114074707,
241
- 0.007647232055664062,
242
- 0.006968319892883301,
243
- 0.006977536201477051,
244
- 0.007160895824432373,
245
- 0.007280576229095459,
246
- 0.007024672031402588,
247
- 0.00695091199874878,
248
- 0.006937600135803222,
249
- 0.0069797120094299316,
250
- 0.006925151824951172,
251
- 0.006967296123504638,
252
- 0.006919167995452881,
253
- 0.006883359909057617,
254
- 0.006868000030517578,
255
- 0.007688191890716553,
256
- 0.0070563840866088865,
257
- 0.006920191764831543,
258
- 0.00688640022277832,
259
- 0.007009280204772949,
260
- 0.006940671920776367,
261
- 0.006910975933074951,
262
- 0.0068884482383728025,
263
- 0.00690783977508545,
264
- 0.00689462423324585,
265
- 0.006967296123504638,
266
- 0.006929408073425293,
267
- 0.006776832103729248,
268
- 0.006659071922302246,
269
- 0.006856736183166504,
270
- 0.007046144008636474,
271
- 0.006986752033233643,
272
- 0.006930431842803955,
273
- 0.006833280086517334,
274
- 0.0075632638931274416,
275
- 0.007415808200836181,
276
- 0.007060480117797851,
277
- 0.007498752117156982,
278
- 0.00811520004272461,
279
- 0.006989823818206787,
280
- 0.006897664070129395,
281
- 0.006971360206604004,
282
- 0.0070000958442687986,
283
- 0.0069621758460998535,
284
- 0.007346176147460938,
285
- 0.006929408073425293,
286
- 0.007000063896179199,
287
- 0.00694374418258667,
288
- 0.0068915200233459475,
289
- 0.007000063896179199,
290
- 0.006972415924072266,
291
- 0.006947840213775635
292
  ],
293
- "count": 140,
294
- "total": 0.9973458251953127,
295
- "mean": 0.0071238987513950885,
296
- "p50": 0.0070563840866088865,
297
- "p90": 0.007413043165206909,
298
- "p95": 0.0074876305103302,
299
- "p99": 0.0076981862068176265,
300
- "stdev": 0.00023022666777995748,
301
- "stdev_": 3.2317509809480613
302
  },
303
  "throughput": {
304
  "unit": "samples/s",
305
- "value": 280.74514669489594
306
  },
307
  "energy": {
308
  "unit": "kWh",
309
- "cpu": 8.191760266283228e-08,
310
- "ram": 4.476455283170926e-08,
311
- "gpu": 1.9637372031724155e-07,
312
- "total": 3.230558758117831e-07
313
  },
314
  "efficiency": {
315
  "unit": "samples/kWh",
316
- "value": 6190879.503350152
317
  }
318
  }
319
  }
 
106
  "load_model": {
107
  "memory": {
108
  "unit": "MB",
109
+ "max_ram": 890.032128,
110
+ "max_global_vram": 716.701696,
111
  "max_process_vram": 0.0,
112
  "max_reserved": 123.731968,
113
  "max_allocated": 102.475264
 
115
  "latency": {
116
  "unit": "s",
117
  "values": [
118
+ 0.37030194091796875
119
  ],
120
  "count": 1,
121
+ "total": 0.37030194091796875,
122
+ "mean": 0.37030194091796875,
123
+ "p50": 0.37030194091796875,
124
+ "p90": 0.37030194091796875,
125
+ "p95": 0.37030194091796875,
126
+ "p99": 0.37030194091796875,
127
  "stdev": 0,
128
  "stdev_": 0
129
  },
130
  "throughput": null,
131
  "energy": {
132
  "unit": "kWh",
133
+ "cpu": 0.00010986039000486061,
134
+ "ram": 6.019257521989005e-05,
135
+ "gpu": 0.00014163927997800003,
136
+ "total": 0.0003116922452027507
137
  },
138
  "efficiency": null
139
  },
140
  "forward": {
141
  "memory": {
142
  "unit": "MB",
143
+ "max_ram": 1133.1584,
144
  "max_global_vram": 798.490624,
145
  "max_process_vram": 0.0,
146
  "max_reserved": 148.897792,
 
149
  "latency": {
150
  "unit": "s",
151
  "values": [
152
+ 0.007618559837341309,
153
+ 0.007365632057189942,
154
+ 0.007392255783081054,
 
 
 
 
 
 
 
 
155
  0.007390207767486572,
156
+ 0.007379007816314697,
 
 
 
 
 
 
 
 
 
157
  0.0073768959045410155,
158
+ 0.00757862377166748,
159
+ 0.007428095817565918,
160
+ 0.007475200176239013,
161
+ 0.007463935852050781,
162
+ 0.0074741759300231934,
163
+ 0.00745472002029419,
164
+ 0.0075642881393432615,
165
+ 0.007401472091674805,
166
+ 0.007331840038299561,
167
  0.007318528175354004,
168
+ 0.0074301438331604,
169
+ 0.007439295768737793,
170
+ 0.007426047801971435,
171
+ 0.007407616138458252,
172
+ 0.007415808200836181,
173
+ 0.007336959838867187,
174
+ 0.007269311904907227,
175
+ 0.007181312084197998,
176
+ 0.007168992042541504,
177
+ 0.007172095775604248,
178
+ 0.007161856174468994,
179
+ 0.007209983825683594,
180
+ 0.007277567863464355,
181
+ 0.007112703800201416,
182
+ 0.007112736225128174,
183
+ 0.007150591850280762,
184
+ 0.007158783912658692,
185
+ 0.007134208202362061,
186
+ 0.007185408115386963,
187
+ 0.007123968124389648,
188
+ 0.00739737606048584,
189
+ 0.007386112213134765,
190
+ 0.007437248229980469,
191
+ 0.007516160011291504,
192
+ 0.007516160011291504,
193
+ 0.007497727870941162,
194
+ 0.007491583824157715,
195
  0.0072427520751953125,
196
+ 0.0071188478469848635,
197
+ 0.007193600177764893,
198
+ 0.00719865608215332,
199
+ 0.007134208202362061,
200
+ 0.007201791763305664,
201
+ 0.007122943878173828,
202
+ 0.007103487968444824,
203
+ 0.007054336071014404,
204
+ 0.006905856132507324,
205
+ 0.006974495887756347,
206
+ 0.007198719978332519,
207
+ 0.007193600177764893,
208
+ 0.007017471790313721,
209
+ 0.00707583999633789,
210
+ 0.007090176105499267,
211
+ 0.007062528133392334,
212
+ 0.007341055870056152,
213
+ 0.007363584041595459,
214
+ 0.00738918399810791,
215
+ 0.007701504230499268,
216
+ 0.007493631839752197,
217
+ 0.007363584041595459,
218
+ 0.0073062400817871095,
219
+ 0.007303167819976806,
220
+ 0.007104512214660645,
221
+ 0.007050240039825439,
222
+ 0.007021567821502686,
223
+ 0.007819263935089112,
224
+ 0.007208960056304932,
225
+ 0.007130112171173096,
226
+ 0.007158783912658692,
227
+ 0.007072768211364746,
228
+ 0.00709222412109375,
229
+ 0.007150591850280762,
230
+ 0.007135231971740722,
231
+ 0.007145472049713135,
232
+ 0.007077888011932373,
233
+ 0.007110655784606934,
234
+ 0.00728166389465332,
235
+ 0.007473152160644531,
236
+ 0.007269375801086426,
237
+ 0.0070891518592834475,
238
+ 0.007102464199066162,
239
+ 0.007110655784606934,
240
+ 0.007085055828094483,
241
+ 0.007095295906066895,
242
+ 0.0070225920677185055,
243
  0.007094272136688232,
244
+ 0.007080992221832275,
245
+ 0.007083040237426758,
246
+ 0.007069695949554444,
247
+ 0.007579648017883301,
248
+ 0.007156735897064209,
249
+ 0.00709939193725586,
250
+ 0.0070860800743103025,
251
+ 0.007047167778015137,
252
+ 0.007086048126220703,
253
+ 0.007109568119049072,
254
+ 0.007216127872467041,
255
+ 0.007231488227844239,
256
+ 0.007097343921661377,
257
+ 0.007087103843688965,
258
+ 0.007106560230255127,
259
+ 0.007081984043121338,
260
+ 0.007072768211364746,
261
+ 0.007065599918365479,
262
+ 0.007078911781311035,
263
+ 0.007063551902770996,
264
+ 0.007096320152282715,
265
+ 0.007063551902770996,
266
+ 0.007078911781311035,
267
+ 0.00710041618347168,
268
+ 0.007094272136688232,
269
+ 0.007076863765716553,
270
+ 0.006960127830505371,
271
  0.007018496036529541,
272
+ 0.0069928960800170895,
273
+ 0.007032832145690918,
274
+ 0.0071485438346862796,
 
 
 
 
 
 
 
 
 
 
 
275
  0.006996992111206054,
276
+ 0.00710041618347168,
277
+ 0.007088128089904785,
278
+ 0.00714137601852417,
279
+ 0.007105535984039306,
280
+ 0.007127039909362793,
281
+ 0.007146495819091797,
282
+ 0.0070891518592834475,
283
+ 0.0070553598403930665,
284
+ 0.00709939193725586,
285
+ 0.007065599918365479,
286
+ 0.006987775802612305,
287
+ 0.006961152076721191,
288
+ 0.007098368167877197,
289
+ 0.007081984043121338,
290
+ 0.007076863765716553
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
291
  ],
292
+ "count": 139,
293
+ "total": 1.0015690865516664,
294
+ "mean": 0.007205532996774577,
295
+ "p50": 0.007134208202362061,
296
+ "p90": 0.007465779113769531,
297
+ "p95": 0.007516160011291504,
298
+ "p99": 0.007669985361099244,
299
+ "stdev": 0.000173289965066244,
300
+ "stdev_": 2.4049569288464023
301
  },
302
  "throughput": {
303
  "unit": "samples/s",
304
+ "value": 277.5644773114304
305
  },
306
  "energy": {
307
  "unit": "kWh",
308
+ "cpu": 8.309056184925815e-08,
309
+ "ram": 4.54043745724843e-08,
310
+ "gpu": 1.969581995244744e-07,
311
+ "total": 3.2545313594621684e-07
312
  },
313
  "efficiency": {
314
  "unit": "samples/kWh",
315
+ "value": 6145278.011180425
316
  }
317
  }
318
  }